Research Article
Construction of Visualization Platform for Industrial Big Data Processing Based on Computer Technology
@INPROCEEDINGS{10.4108/eai.19-5-2023.2334314, author={Hongya Wu and Xiaoyu Zhou and Weijie Gu}, title={Construction of Visualization Platform for Industrial Big Data Processing Based on Computer Technology}, proceedings={Proceedings of the 2nd International Conference on Bigdata Blockchain and Economy Management, ICBBEM 2023, May 19--21, 2023, Hangzhou, China}, publisher={EAI}, proceedings_a={ICBBEM}, year={2023}, month={7}, keywords={computer technology; industrial big data; visualization platform}, doi={10.4108/eai.19-5-2023.2334314} }- Hongya Wu
Xiaoyu Zhou
Weijie Gu
Year: 2023
Construction of Visualization Platform for Industrial Big Data Processing Based on Computer Technology
ICBBEM
EAI
DOI: 10.4108/eai.19-5-2023.2334314
Abstract
Based on computer technology and JavaWeb technology, a visualization platform for industrial big data processing and analysis is researched and designed. Users don't need to know the bottom details of the big data development platform, but only need to customize tasks on the web interface according to the data analysis requirements, then submit them to the platform for processing and wait for the results to be output. The differences between industrial big data and traditional data are analyzed. This paper briefly introduces how to use the machine learning algorithm of computer technology MLlib to analyze industrial big data. This paper introduces some technical problems and principles to be dealt with in the construction of visual platform, and formulates the process of platform construction. Finally, the visualization platform is tested and the problems in application research are summarized.
